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Data-Driven Methods for Adaptive Spoken Dialogue Systems

Hardcover - 9781461448020
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Softcover - 9781489992833
106,99 €

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Weitere Formate

Softcover - 9781489992833
106,99 €

Beschreibung

Data driven methods have long been used in Automatic Speech Recognition (ASR) and Text-To-Speech (TTS) synthesis and have more recently been introduced for dialogue management, spoken language understanding, and Natural Language Generation. Machine learning is now present “end-to-end” in Spoken Dialogue Systems (SDS). However, these techniques require data collection and annotation campaigns, which can be time-consuming and expensive, as well as dataset expansion by simulation. In this book, we provide an overview of the current state of the field and of recent advances, with a specific focus on adaptivity.

Computational Learning for Conversational Interfaces

Computational Learning for Conversational Interfaces

Details

Verlag Springer US
Ersterscheinung 21. Oktober 2012
Maße 23.5 cm x 15.5 cm
Gewicht 453 Gramm
Format Hardcover
ISBN-13 9781461448020
Auflage 2012
Seiten 178